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Data-Driven Bitext Dependency Parsing and Alignment

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Parallel treebanks have received increasing attention in the past few years,primarily due to their potential use in statistical machine translation. Creatingparallel treebanks manually is a time-consuming and expensive taskand for this reason there is considerable interest in creating treebanks automatically.This task can be solved using standard tools such as parsers andaligners. However, because parallel treebanks are based on parallel corpora,we are in a special situation where the same meaning is representedin two different ways. This thesis is about how we can exploit this informationto create better parallel treebanks than we can by using standardtools....

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Martin Haulrich

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